electricsheepafrica/africa-drc-west-and-central-africa-operational-presence-c167647a

West and Central Africa: Operational Presence | Africa (DRC official open data)

102,337 rows - 1 Africa country - 2022 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX resource from DRC as ML-ready Parquet. The source file is the provenance boundary; all usable indicators or tabular columns from the resource stay together in this repo.

About the source

• Source: West and Central Africa: Operational Presence
• Publisher: OCHA West and Central Africa (ROWCA)
• Resource: 3W_Regional_West_and_Central_Africa_Jun2022
• Format: XLSX
• License: CC BY 4.0
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
COD	102,337	2022	2022	DRC

Indicators or Resource Contents

• This source file is packaged as a normalized tabular resource.

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier for tabular resources.	8f183884-0fb0-454e-9937-588a23e700b7:burkina-faso-t1-2022:0
country_iso3	category	ISO3 country code.	COD
country_name	category	Country name.	DRC
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	Burkina Faso T1 2022
year	Float64	Observation year.	2022.0
organisation	string	Source column.	ACTED
partenaire_de_mise_en_uvre	string	Source column.	ACTED
bailleur_de_fonds	string	Source column.	ECHO
region	string	Source column.	Est
province	string	Source column.	Gourma
secteur_cluster	string	Source column.	Abris/AME
source_period_start_year	Int64	First year inferred from source resource metadata.	2022
source_period_end_year	Int64	Last year inferred from source resource metadata.	2022
source_period_label	category	Human-readable period inferred from source resource metadata.	2022
source_provider	category	Publishing organization.	OCHA West and Central Africa (ROWCA)
source_dataset	category	Source package title.	West and Central Africa: Operational Presence
source_resource	category	Source resource title.	3W_Regional_West_and_Central_Africa_Jun2022
source_package_id	category	CKAN package UUID.	8d9ae565-c124-480a-a10a-e1c2e9942ac1
source_resource_id	category	CKAN resource UUID.	8f183884-0fb0-454e-9937-588a23e700b7
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/8d9ae565-c124-480a-a10a-e1c2e9942ac1/re
license_id	category	Source license identifier.	cc-by
retrieved_at	category	UTC retrieval timestamp.	2026-08-20T11:38:57Z
country	string	Source column.	``
admin0pcode	string	Source column.	``
admin1	string	Source column.	``
admin1pcode	string	Source column.	``
admin2	string	Source column.	``
admin2pcode	string	Source column.	``
organization	string	Source column.	``
organization_ok	string	Source column.	``
organization_name	string	Source column.	``
organization_name_ok	string	Source column.	``
organization_type	string	Source column.	``
organization_type_ok	string	Source column.	``
sector	string	Source column.	``
sector_ok	string	Source column.	``
icons	string	Source column.	``
admin1_fr	string	Source column.	``
adm1_pcode	string	Source column.	``
adm2_pcode	string	Source column.	``
sectors_ref	string	Source column.	``
implementing_organization	string	Source column.	``
implementing_organization_name	string	Source column.	``
implementing_organization_type	string	Source column.	``
prefecture	string	Source column.	``
pcode1	string	Source column.	``
sousprefecture	string	Source column.	``
pcode2	string	Source column.	``
secteur	string	Source column.	``
acteur	string	Source column.	``
description_acteur	string	Source column.	``
type_org	string	Source column.	``
statut	string	Source column.	``
date_maj	string	Source column.	``
zone	string	Source column.	``
source	string	Source column.	``
secteur_eng	string	Source column.	``
org_eng	string	Source column.	``
description_eng	string	Source column.	``
org_type_eng	string	Source column.	``
cluster	string	Source column.	``
acronyme	string	Source column.	``
nom_de_l_organisation	string	Source column.	``
type_d_organisation	string	Source column.	``
projectid	float64	Source column.	``
nom_du_projet	string	Source column.	``
date_de_debut	string	Source column.	``
date_de_fin	string	Source column.	``
id_province	string	Source column.	``
id_territoire	string	Source column.	``
territoire	string	Source column.	``
id_zs	string	Source column.	``
zs	string	Source column.	``
acronyme_cluster	string	Source column.	``
nom_cluster	string	Source column.	``
type_organisation	string	Source column.	``
id_acteur	float64	Source column.	``
acronyme_acteur	string	Source column.	``
nom_acteur	string	Source column.	``
cible	float64	Source column.	``
id_projet	string	Source column.	``
aconyme_final	string	Source column.	``
nom_complet	string	Source column.	``
organisation_type_final	string	Source column.	``
bailleurs	string	Source column.	``
description_du_projet	string	Source column.	``
pilier_humanitaire_developpement_paix	string	Source column.	``
axes_strategiques_du_plan_de_developpement_provincial_pd	string	Source column.	``
resultat_collectif	string	Source column.	``
objectifs_de_developpement_durable_odd	string	Source column.	``
pertinence_par_rapport_au_mandat_de_la_monusco	string	Source column.	``
nombre_de_beneficiaires_cibles	float64	Source column.	``
type_beneficiaire_rempli_automatiquement_1	string	Source column.	``
nombre_de_beneficiaires_atteints	float64	Source column.	``
type_beneficiaire_rempli_automatiquement	string	Source column.	``
statut_de_l_activite	string	Source column.	``
code_province	string	Source column.	``
code_terrtoire	string	Source column.	``
zone_de_sante	string	Source column.	``
pcode_zs	string	Source column.	``
organisation_accronyme	string	Source column.	``
nom_organisation	string	Source column.	``
bailleur_de_fond	string	Source column.	``
admin1pcod	string	Source column.	``
admin2pcod	string	Source column.	``
cercle	string	Source column.	``
admin3pcod	string	Source column.	``
commune	string	Source column.	``
village	string	Source column.	``
hrp	string	Source column.	``
project_title	string	Source column.	``
date_debut	string	Source column.	``
date_fin	string	Source column.	``
activites	string	Source column.	``
montant_cash_transfert_usd	string	Source column.	``
total_personnes_ciblees	float64	Source column.	``
total_femmesciblees	float64	Source column.	``
total_hommes_cibles	float64	Source column.	``
total_filles_ciblees_18	float64	Source column.	``
total_garcons_cibles_18	float64	Source column.	``
femmes_agees_ciblees_59	float64	Source column.	``
hommes_ages_cibles_59	float64	Source column.	``
total_femmes_atteintes	float64	Source column.	``
total_hommes_atteints	float64	Source column.	``
total_adult_femmes_atteintes_18	float64	Source column.	``
total_adult_hommes_atteints_18	float64	Source column.	``
total_filles_atteintes_18	float64	Source column.	``
total_garcons_atteints_18	float64	Source column.	``
femmes_agees_atteintes_59	float64	Source column.	``
hommes_ages_atteints_59	float64	Source column.	``
personnes_vivant_avec_handicap_atteintes	float64	Source column.	``
remarques	string	Source column.	``
accronyme	string	Source column.	``
type_de_projet	string	Source column.	``
departement	string	Source column.	``
global_cluster	string	Source column.	``
org_acronym	string	Source column.	``
type_of_organization	string	Source column.	``
operation_type	string	Source column.	``
project_sector	string	Source column.	``
activities	string	Source column.	``
status	string	Source column.	``
states	string	Source column.	``
state_pcode	string	Source column.	``
lga	string	Source column.	``
lga_pcode	string	Source column.	``
ishrp	string	Source column.	``
response_type	string	Source column.	``
isrp	string	Source column.	``
month	string	Source column.	``
acafdi	string	Source column.	``
acafdi_2	string	Source column.	``
dra	string	Source column.	``
direction_regionale_de_l_agriculture	string	Source column.	``
government	string	Source column.	``
medecins_sans_frontieres_espagne	string	Source column.	``
medecin_sans_frontieres	string	Source column.	``
red_cross_movement	string	Source column.	``
red_cross_and_red_crescent_movement	string	Source column.	``
sante	string	Source column.	``
health	string	Source column.	``
multi_sector	string	Source column.	``
https_i_ibb_co_ckmhbv4_multi_cluster_sector_png	string	Source column.	``
admin0name	string	Source column.	``
admin0pcod	string	Source column.	``
last_modif	string	Source column.	``
date	string	Observation date.	``
objectid_1	float64	Source column.	``
admin1name	string	Source column.	``
shape_leng	float64	Source column.	``
shape_area	float64	Source column.	``
admin2name	string	Source column.	``
objectid	float64	Source column.	``
shape	string	Source column.	``
admin1name_en	string	Source column.	``
admin1name_fr	string	Source column.	``
admin1refname	string	Source column.	``
admin1altname1_en	string	Source column.	``
admin1altname2_en	string	Source column.	``
admin1altname1_fr	string	Source column.	``
admin1altname2_fr	string	Source column.	``
admin0name_en	string	Source column.	``
admin0name_fr	string	Source column.	``
validon	string	Source column.	``
validto	string	Source column.	``
shape_length	float64	Source column.	``
admin2name_en	string	Source column.	``
admin2name_fr	string	Source column.	``
admin2refname	string	Source column.	``
admin2altname1_en	string	Source column.	``
admin2altname2_en	string	Source column.	``
admin2altname1_fr	string	Source column.	``
admin2altname2_fr	string	Source column.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-drc-west-and-central-africa-operational-presence-c167647a")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "COD"]

Work with indicators

if "indicator_id" in df.columns:
    print(df["indicator_id"].value_counts().head())
    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])

Citation

@misc{electric_sheep_africa_africa_drc_west_and_central_africa_operational_presence_c167647a_2022,
  title        = {West and Central Africa: Operational Presence | Africa (DRC official open data)},
  author       = {OCHA West and Central Africa (ROWCA)},
  year         = {2022},
  url          = {https://data.humdata.org/dataset/west-and-central-africa-operational-presence},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-drc-west-and-central-africa-operational-presence-c167647a}}
}

License

Released under CC BY 4.0.

Original data (c) OCHA West and Central Africa (ROWCA). When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.

About Electric Sheep

Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on Hugging Face. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepafrica

---

Provenance: ingested 2026-08-20 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/8d9ae565-c124-480a-a10a-e1c2e9942ac1/resource/8f183884-0fb0-454e-9937-588a23e700b7/download/3w-wca-042022.xlsx